If you describe something such as a film or book, or someone's appearance, as compelling, you mean you want to keep looking at it or reading it because you find it so interesting. a frighteningly violent yet compelling film
A compelling argument or reason is one that convinces you that something is true or that something should be done. Factual and forensic evidence makes a suicide verdict the most compelling answer to the mystery of his death